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Classifiers from Scratch

PyTorch

Build the simplest classifiers end-to-end — binary, multi-class, and sequence.

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  1. 1. Not solved yet. Binary Classifier
  2. 2. Not solved yet. Multi-Class Classifier
  3. 3. Not solved yet. Sequence Classifier
  4. 4. Not solved yet. Train Binary Classifier End-to-End
  5. 5. Not solved yet. Train Multiclass Classifier with Early Stopping

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4 questions · one attempt each

These do not count toward finishing the track. They are here to catch the things that are easy to read past.

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What does label_smoothing=0.1 on cross-entropy do? 

F.cross_entropy(logits, target, label_smoothing=0.1)
Question 1 of 4